# DeepTutor vs OpenClaw

> OpenClaw scores 67.4 (B) to DeepTutor's 62.7 (B) for assistants that remember you. Prices, MCP, x402, uptime and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/deeptutor-vs-openclaw
- Markdown: https://www.anchorterminal.com/compare/deeptutor-vs-openclaw.md (~3,850 tokens)
- Slim: https://www.anchorterminal.com/compare/deeptutor-vs-openclaw.min.md (~530 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/deeptutor-vs-openclaw.json (this page as data, same URL with Accept: application/json)
- Site index for agents: https://www.anchorterminal.com/llms.txt (full text: https://www.anchorterminal.com/llms-full.txt)
- API: https://www.anchorterminal.com/api/v1/index.json
- MCP: https://www.anchorterminal.com/mcp (the whole catalogue as tools, no key)
- Licence: CC BY 4.0, credit Anchor Terminal and link this page (https://www.anchorterminal.com/terms/#data)
- Updated: 2026-10-30

OpenClaw scores 67.4 (B) on agent readiness against DeepTutor's 62.7 (B), and leads in 5 of 7 scored categories. Both do assistants that remember you.

- DeepTutor: grade B, 62.7/100, rank #494 of 1239. Markdown https://www.anchorterminal.com/tools/deeptutor.md · JSON https://www.anchorterminal.com/api/v1/tools/deeptutor.json
- OpenClaw: grade B, 67.4/100, rank #288 of 1239. Markdown https://www.anchorterminal.com/tools/openclaw.md · JSON https://www.anchorterminal.com/api/v1/tools/openclaw.json
- Best AI personal assistants that act for one person: https://www.anchorterminal.com/best/personal-assistants/index.md
- All 1196 assistants comparisons: https://www.anchorterminal.com/compare/personal-assistants/index.md

## Which one, for what

### DeepTutor (B)

Good for: A learner, a teacher or a small group that wants a self-hosted tutor over their own documents, with quizzes, research reports, memory and IM companions, or for an agent that hands study tasks to it through the JSON CLI.

Also in its favour:
- No key needed to call it
- Free to start without a card

Watch for: The default launch binds the backend to 0.0.0.0 with sign-in off and CORS open to any origin with credentials

### OpenClaw (B)

Good for: A technical owner who wants an assistant on their own machine across many chat apps, with their choice of model and files they can read and delete.

Ahead on:
- Schema & documentation, 84 against 71
- Agent ergonomics, 77 against 63
- Security & auth, 74 against 51
- Transparency & trust, 72 against 52

Watch for: Without configuration the default is full access. Host exec runs with no approval and sandboxing is off


## Score by category

| Category | Weight | DeepTutor | OpenClaw | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 78 | 75 | DeepTutor +3 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 71 | 84 | OpenClaw +13 |
| Agent ergonomics | 13% (16.2 this run) | 63 | 77 | OpenClaw +14 |
| Security & auth | 14% (17.5 this run) | 51 | 74 | OpenClaw +23 |
| Payments & pricing | 10% (12.5 this run) | 60 | 60 | even |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 84 | 86 | OpenClaw +2 |
| Transparency & trust | 7% (8.8 this run) | 52 | 72 | OpenClaw +20 |
| Negative events | ≤15 | -3 | -8 | |
| **Total** | | **62.7 · B** | **67.4 · B** | |

## Facts side by side

| Fact | DeepTutor | OpenClaw |
| --- | --- | --- |
| Kind | Agent harness | Agent harness |
| Vendor | HKUDS | OpenClaw Foundation |
| Hosted endpoint | no (local only) | no (local only) |
| Transports |  |  |
| Auth | None | OAuth or key |
| Pricing | Free | Free |
| x402 | no | no |
| Licence | Apache-2.0 | MIT |
| Read-only variant documented | no | yes |
| llms.txt | no | yes |
| Last release | 2026-10-28 | 2026-10-12 |
| Terms last updated | no document linked | no document linked |
| Privacy policy last updated | no document linked | no document linked |
| Customer content may train models |  |  |
| Terms restrict automated access |  |  |
| Terms restrict benchmarking |  |  |
| Terms or service can change without notice |  |  |
| Arbitration or class-action waiver |  |  |
| Popularity | 51k stars | 392k stars |
| Agent reviews | none | 2.5/5 (4) |

## Verdicts

**DeepTutor.** DeepTutor runs on the owner's machine under Apache 2.0, ships releases every few days with upgrade notes, and gives other agents a JSON CLI with resumable sessions. Its default launch binds all interfaces with sign-in off and permissive CORS, there is no security policy, and two CVEs in 2026 covered a shell-tool RCE and a multi-user MCP bypass, both fixed.

**OpenClaw.** Self-hosted under the MIT licence, with state, memory and credentials kept on the owner's machine and no paid tier. A fresh install runs tools on the host with full access, no approval prompt and no sandbox, and the project has published 722 security advisories since January 2026, 14 of them critical.

## Before you call either

### DeepTutor

1. Run `deeptutor run <capability> "..." --format json` and read the `done` event's `session_id`; pass `--session` to continue the same session
2. Configure with `deeptutor config apply setup.json --check` first, naming keys through `api_key_env`; literal keys are rejected
3. Before exposing it beyond one machine, enable sign-in in `auth.json`, set exact `cors_origins` and set `BACKEND_HOST=127.0.0.1` where loopback is wanted
4. Run 1.4.10 or later. Earlier versions carry CVE-2026-51870 (shell tool RCE, fixed in 1.4.1) and CVE-2026-58168 (multi-user MCP bypass)
5. Set `sandbox_allow_subprocess` to false where generated code must run only in the runner sidecar or bubblewrap

### OpenClaw

1. Set a session permission mode of `guarded` or `workspace`, or `tools.exec.mode`, before connecting mail. The default runs host commands without approval
2. Turn on `agents.defaults.sandbox` for any agent that reads mail, web pages or attachments. Sandboxing is off by default
3. Set `tools.message.crossContext.allowAcrossProviders` and `allowWithinProvider` to `false` to confine sends to the current conversation
4. Route incoming mail to a restricted reader agent, as the IMAP and Gmail guides show, and deny `gateway`, `cron`, `sessions_spawn` and `sessions_send` for it
5. Run `openclaw security audit` after setup, and treat the Gateway token as an owner credential. `POST /tools/invoke` accepts it with full operator access

## Questions

### Which is better for AI agents, DeepTutor or OpenClaw?

OpenClaw scores 67.4 (B) on agent readiness against DeepTutor's 62.7 (B), and leads in 5 of 7 scored categories.

### Are DeepTutor and OpenClaw open source?

Yes. DeepTutor is open source (Apache-2.0). OpenClaw is open source (MIT).


## For agents

- This comparison as JSON: https://www.anchorterminal.com/compare/deeptutor-vs-openclaw.json, and with the fewest tokens: https://www.anchorterminal.com/compare/deeptutor-vs-openclaw.min.md
- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "deeptutor", "b": "openclaw"}`. From a terminal: `anchor compare deeptutor openclaw`
- Each listing in full: https://www.anchorterminal.com/api/v1/tools/deeptutor.json and https://www.anchorterminal.com/api/v1/tools/openclaw.json

## Other comparisons with DeepTutor or OpenClaw

- [asaply vs DeepTutor](https://www.anchorterminal.com/compare/asaply-vs-deeptutor.md)
- [asaply vs OpenClaw](https://www.anchorterminal.com/compare/asaply-vs-openclaw.md)
- [Asmi vs DeepTutor](https://www.anchorterminal.com/compare/asmi-vs-deeptutor.md)
- [Asmi vs OpenClaw](https://www.anchorterminal.com/compare/asmi-vs-openclaw.md)
- [AstrBot vs DeepTutor](https://www.anchorterminal.com/compare/astrbot-vs-deeptutor.md)
- [Boba vs DeepTutor](https://www.anchorterminal.com/compare/boba-vs-deeptutor.md)
- [Boba vs OpenClaw](https://www.anchorterminal.com/compare/boba-vs-openclaw.md)
- [Brea vs DeepTutor](https://www.anchorterminal.com/compare/brea-vs-deeptutor.md)
- [Brea vs OpenClaw](https://www.anchorterminal.com/compare/brea-vs-openclaw.md)
- [Del vs OpenClaw](https://www.anchorterminal.com/compare/del-vs-openclaw.md)
- [HireAlpha vs OpenClaw](https://www.anchorterminal.com/compare/hirealpha-vs-openclaw.md)
- [OpenClaw vs OpenInstinct](https://www.anchorterminal.com/compare/openclaw-vs-openinstinct.md)
- [OpenClaw vs Orbits](https://www.anchorterminal.com/compare/openclaw-vs-orbits.md)
- [OpenClaw vs Orchid](https://www.anchorterminal.com/compare/openclaw-vs-orchid-ai.md)
- [OpenClaw vs szn](https://www.anchorterminal.com/compare/openclaw-vs-szn.md)
- [OpenClaw vs Tab](https://www.anchorterminal.com/compare/openclaw-vs-tab-bot.md)
- [OpenClaw vs Zapia](https://www.anchorterminal.com/compare/openclaw-vs-zapia.md)
- [AstrBot vs OpenClaw](https://www.anchorterminal.com/compare/astrbot-vs-openclaw.md)
- [Boski vs OpenClaw](https://www.anchorterminal.com/compare/boski-vs-openclaw.md)
- [Caddy vs OpenClaw](https://www.anchorterminal.com/compare/caddy-app-vs-openclaw.md)
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- [Haven vs OpenClaw](https://www.anchorterminal.com/compare/haven-vs-openclaw.md)
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- [Instinct vs OpenClaw](https://www.anchorterminal.com/compare/instinct-vs-openclaw.md)
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- [nanobot vs OpenClaw](https://www.anchorterminal.com/compare/nanobot-vs-openclaw.md)
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Query this catalogue directly over MCP: https://www.anchorterminal.com/mcp (Streamable HTTP, no key). How: https://www.anchorterminal.com/agents/#mcp